Auto-Generated Case Studies

How to turn successful campaigns into polished case studies using data Coppermind already has -- no manual data entry required.

Overview#

After a campaign succeeds, Coppermind can draft a case study from the memories it already holds: the original objectives, the approach you took, the results you achieved, and even client quotes pulled from meeting notes. Your portfolio builds itself.

The case study is written in your voice (the CMO's brand voice), not the client's. It is your work product, showcasing your expertise.

When to Use This#

• A campaign just wrapped with strong results and you want to capture it while the data is fresh
• You are updating your portfolio or pitching a new prospect and need proof of past work
• A client asks you to document what you did together for their internal stakeholders

Generating a Case Study#

"Generate a case study for Acme's Q1 email campaign"

or use the command directly:

/cmo-case-study Acme Q1 Email Campaign

Coppermind gathers data from the active client mind:

1. Campaign objectives from your planning memories
2. Approach and tactics from execution memories
3. Results and metrics from recorded campaign outcomes
4. Client quotes extracted from meeting transcripts where the client commented on results
5. Timeline from memory timestamps

The output follows a standard case study structure:

• Challenge -- what problem the client faced
• Approach -- what you and the team did (3-5 key steps)
• Results -- metrics, before/after comparisons, business impact
• Client Perspective -- quotes from meeting notes (marked for verification before publishing)
• Key Takeaway -- one-line summary of what made this work

Important: Client Quotes Need Approval#

Any quotes pulled from meeting notes are clearly marked with a warning:

"Extracted from meeting notes -- verify before publication"

You must get explicit client approval before publishing any quotes attributed to them. Coppermind flags these automatically so nothing slips through.

Regenerating with Different Focus#

Not happy with the emphasis? Ask for a different angle:

"Regenerate the case study but focus more on ROI"

"Make it shorter -- just the highlights"

Coppermind uses the same underlying data but reshapes the narrative based on your direction.

Saving and Exporting#

The case study is saved as a document memory in the client's client mind, so you can find it later:

"Find the case study I generated for Acme"

The output is standard markdown, which you can copy into your website, a proposal, or a PDF.

Quality Safeguards#

Coppermind applies several safeguards to ensure case studies are accurate and trustworthy. These run automatically -- you do not need to configure anything.

Minimum Data Requirements#

Coppermind checks how much campaign outcome data exists before generating:

This prevents thin data from producing a case study that looks more complete than it actually is.

No Fabricated Numbers#

Every metric in the case study must come from a recorded campaign outcome. If a metric is missing, Coppermind uses a placeholder instead of making something up:

Results: [Specific metrics not yet recorded]

A case study with honest gaps is far better than one with invented numbers. Record the missing outcomes when they become available and regenerate.

Contradiction Detection#

If Coppermind finds conflicting data for the same campaign -- for example, one outcome says "revenue up 30%" and another says "revenue up 15%" -- it pauses and asks you which is correct before generating. It will not silently pick one or average them.

Attribution Sourcing#

In the version you see as the CMO, every metric includes a source reference showing which memory it came from and when it was recorded. This lets you verify claims quickly. The exportable version strips these references for a cleaner read, but keeps the claims intact.

Quote Verification#

Client quotes pulled from meeting transcripts are:

• Attributed to a specific meeting date
• Flagged with: "Extracted from meeting notes -- verify with client before publication"

If no direct quote exists in the data, Coppermind says so rather than fabricating one: "No direct client quotes available. Consider asking [stakeholder name] for a testimonial."

Tips#

• Record campaign outcomes as they happen. The richer your campaign history, the better the case study. Use "Record that the Acme email campaign achieved a 34% open rate" to build the data Coppermind needs.
• Review before sharing. The case study is a draft. Check the numbers, verify quotes, and adjust the narrative before publishing.
• Sensitive figures are flagged. Any financial metrics are called out for your review before sharing externally.
• Regenerate after adding data. If you record new outcomes after generating a case study, regenerate it to incorporate the new information. Coppermind does not cache old versions.